Ecosyste.ms: Awesome
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Projects in Awesome Lists by dimits-ts
A curated list of projects in awesome lists by dimits-ts .
https://github.com/dimits-ts/telefrog-webrtc
A Real Time Conferencing (RTC) service which allows users to connect, talk, and send messages to each other while also supporting account management and storage.
account-management chatroom frog javascript mongodb nodejs peer-to-peer peerjs-server typescript webrtc
Last synced: 27 Dec 2024
https://github.com/dimits-ts/time_series_gdp
Predicting GDP growth using ARIMA time series models
Last synced: 27 Dec 2024
https://github.com/dimits-ts/practical_data_science
Projects concerning LLMs, prompting, NLP, webscraping, data aquisition and dataset analysis.
annotation chatgpt clustering kaggle-competition kaggle-dataset language-identification llm-detection llms nlp prompt-engineering toxicity-classification webscraping
Last synced: 27 Dec 2024
https://github.com/dimits-ts/coffee-ui
An Android application aiming to provide a modern, accesible UI to a standard, commerical coffee machine. Supports ingredient selection, schedule creation and management, video tutorials and TTS for accessibility.
agile-development android customer-products gui
Last synced: 27 Dec 2024
https://github.com/dimits-ts/mini-python-compiler
A project implementing a compiler for the 'Mini Python' programming language.
compiler programming-language sablecc
Last synced: 27 Dec 2024
https://github.com/dimits-ts/disruptive-science-study
Predicting the impact of scientific papers using traditional machine learning models and NLP
machine natural-language-processing papers prediction-model regression sqlite
Last synced: 27 Dec 2024
https://github.com/dimits-ts/llms_prompting_annotation
Practical Data Science assignments relating to LLMs, prompting and annotation tasks.
annotation chatgpt clustering embeddings llms prompt-engineering webscraping word2vec
Last synced: 27 Dec 2024
https://github.com/dimits-ts/hyperspectral-imaging
Classifying the materials of individual pixels taken by satellite using Spectral Unmixing and Pixel Classification.
classification constrained-optimization hyperspectral-imaging linear-regression pixel-classification spectral-unmixing
Last synced: 27 Dec 2024
https://github.com/dimits-ts/ds_lib
My personal data-science library.
data-science library machine-learning webscraping
Last synced: 27 Dec 2024
https://github.com/dimits-ts/athens-conceptual-model
A conceptual model written on OWL-RDF (w/ attached report) to be used for an online guide for urban areas. Focuses on the area around Syntagma Square.
cidoc-crm conceptual-modelling ontology owl rdf sparql
Last synced: 27 Dec 2024
https://github.com/dimits-ts/weight_analysis
A short applied statistics project investigating (in part) cause and effect of weight loss in clinical trials.
anova linear-regression r report statistics
Last synced: 27 Dec 2024
https://github.com/dimits-ts/numerical-optimization
Using Constrained LS, SVD analysis and PageRank to efficiently solve common problems
constrained-optimization linear-algebra pagerank power-method svd-factorization
Last synced: 27 Dec 2024
https://github.com/dimits-ts/computational_statistics
Fundemental ML algorithm mathematics, algebraic and Python implementations, data-based problem solving
applied-mathematics machine-learning numpy regression statistics
Last synced: 27 Dec 2024
https://github.com/dimits-ts/economic-connectedness-repl-study
Replication study for the recent "Social Capital II: determinants of economic connectedness" paper
data-science economics jupyter-notebook replication
Last synced: 27 Dec 2024
https://github.com/dimits-ts/ai-algorithms
A collection of common AI algorithm implementations (N-queens, Othello, ID3 and decision forests).
artificial-intelligence decision-forest id3 machine-learning n-queens-problem othello-ai
Last synced: 27 Dec 2024
https://github.com/dimits-ts/templated-minimax-with-othello-example
A templated, optimized implementation of the Minimax Algorithm using closed set and a-b pruning. Includes a Othello/Reversi game using it as an opponent.
abpruning-algorithm artificial-intelligence machine-learning othello-ai
Last synced: 27 Dec 2024
https://github.com/dimits-ts/sport-repression-repl-study
A replication Study for the recent paper "International Sports Events and Repression in Autocracies: Evidence from the 1978 FIFA World Cup" paper.
data-analysis jupyter regression-models replication-study statistical-analysis
Last synced: 27 Dec 2024
https://github.com/dimits-ts/text_analytics
Language Modelling (text generation, spell correction) and Sentiment Analysis / POS Tagging with MLP, RNN, CNN and BERT models and LLM prompting
baseline-model bert cnn fasttext-embeddings language-modeling llm mlp-classifier pos-tagging prompting pytorch rnn sentiment-analysis sklearn spell-correction tensorflow text-generation transformers transformers-library
Last synced: 27 Dec 2024
https://github.com/dimits-ts/plagiarismdetection
A program that scans all text files in a given directory and finds the pairs that are more likely to have copied / plagiariazed text.
artificial-intelligence machine-learning tf-idf
Last synced: 27 Dec 2024
https://github.com/dimits-ts/messagingapp
A Distributed System following the Publisher - Subscriber pattern. Also includes an Android Application that acts as a client, sending and receiving messages, and a local file system for persistence.
android backend-service distributed-systems filesystem messaging-app publisher-subscriber
Last synced: 27 Dec 2024
https://github.com/dimits-ts/deliberate-lab-utils
Local LLM server and automation scripts for Google's deliberate lab development
Last synced: 18 Dec 2024
https://github.com/dimits-ts/large-scale-data
Distributed computing for data science tasks, executed on a Ubuntu server.
cassandra kafka map-reduce spark vagrant
Last synced: 19 Nov 2024
https://github.com/dimits-ts/cppautomationtools
Python scripts that generate various kinds of C++ header and source files according to YAML config files.
devops-tools enum script source-code-generation yaml
Last synced: 27 Dec 2024
https://github.com/dimits-ts/visualization-assignments
Visualizing and analyzing results from the PISA-2018 competitions with regards to Greek performance and gender gap.
data-analysis data-visualization interactive-graphs presentation-slides r-language tableau
Last synced: 27 Dec 2024
https://github.com/dimits-ts/quantitative-finance
Scripts for option pricing (European/American) and FX arbitrage opportunities.
arbitrage-opportunity binomial-model finance monte-carlo-simulation option-pricing
Last synced: 27 Dec 2024
https://github.com/dimits-ts/userfriendlyautomaton
A project containing data structures for different kinds of automata (DFAs/NFAs), a simple custom language defining operations on them, as well as a fully functional and customizable GUI editor.
desktop-application dfa-construction integrated-development-environment java-swing programming-language ui
Last synced: 27 Dec 2024
https://github.com/dimits-ts/wiki-shop
Frontend-backend for a virtual e-shop using vanilla JS, responsive CSS and Express for the application server.
backend expressjs front-end-development handlebars javascript nodejs responsive-web-design webdevelopment
Last synced: 27 Dec 2024
https://github.com/dimits-ts/oop-testing-research-paper
A research paper written for, and presented in, the "Verification, Validation and Maintainance of Software Systems" course of the Athens University of Economics and Business.
latex research-paper review-paper software-testing
Last synced: 27 Dec 2024
https://github.com/dimits-ts/short-recommender-survey
A very brief primer of Content Based vs Collaborative Filtering algorithms
collaborative-filtering content-based-filtering marketing recommendation-system
Last synced: 27 Dec 2024
https://github.com/dimits-ts/skiplists
A project implementing common sorted data structures with Skip Lists in C#.
data-structures dictionary library testdrivendevelopment wrappers
Last synced: 27 Dec 2024
https://github.com/dimits-ts/huffman-encoding-in-c
A program packing and unpacking text files using Huffman encoding into portable binary files.
Last synced: 27 Dec 2024
https://github.com/dimits-ts/numpy-mlp-classifier
Implementing a logistic regression and neural network models with batch stochastic gradient descent using numpy
artificial-intelligence classification-algorithm machine-learning neural-network
Last synced: 27 Dec 2024
https://github.com/dimits-ts/large-text-nlp-survey
A survey paper exploring the use of state-of-the-art deep neural network architectures in NLP problems featuring very large documents.
bert document-classification document-summarization literature nlp sentiment-analysis survey-paper
Last synced: 27 Dec 2024
https://github.com/dimits-ts/job-uber-android-app
An Android application which allows users to declare a need for various services (such as household chores, going to the supermarket, driving children to / from school) and other users to apply to fulfill them.
agile-development android presentation test-driven-development ui
Last synced: 27 Dec 2024
https://github.com/dimits-ts/graphlibraryforcsharp
A simple, modular graph library providing common interfaces, default implementations, serialization, access wrappers and algorithms for graphs
data-structures library wrappers
Last synced: 27 Dec 2024
https://github.com/dimits-ts/generic-eshop
Frontend, responsive e-shop development using vanilla JS.
e-commerce-website html-css-javascript responsive-web-design webdevelopment
Last synced: 27 Dec 2024
https://github.com/dimits-ts/ai_gdpr
A brief report exploring the impact of AI technologies on European citizens and the compliance challenges posed by the General Data Protection Regulation (GDPR), covering sections such as GDPR and AI interaction, privacy implications, democracy, discrimination, public and private sectors, transparency, and privacy-by-design.
ai ai-governance ethics gdpr legislation privacy-by-design
Last synced: 27 Dec 2024
https://github.com/dimits-ts/college_analysis
A statistical study about US college admissions, featuring a full report in LaTeX.
anova data-analysis exploratory-data-analysis linear-regression statistics
Last synced: 27 Dec 2024
https://github.com/dimits-ts/synthetic_moderation_experiments
Experiments relating to synthetic LLM user-agents and LLM facilitators in online discussions
data-analysis dataset-generation llms llms-reasoning nlp
Last synced: 27 Dec 2024
https://github.com/dimits-ts/synthetic_discussion_framework
Continuation of thesis project, Synthetic Discussion Framework v2.0
Last synced: 27 Dec 2024
https://github.com/dimits-ts/llm_moderation_research
Synthetic dialogue creation. Experiments exploring the role of LLMs in the moderation of deliberation systems.
llm moderation natural-language-processing research synthetic-dataset-generation
Last synced: 27 Dec 2024
https://github.com/dimits-ts/visualization-team-project
Team project visualizing various views for an established bike-sharing company. Includes a written report, presentation, R-code and Tableau files
data-visualization presentation-slides r-language tableau
Last synced: 27 Dec 2024
https://github.com/dimits-ts/deep_vision_domain_adaptation
Unpublished paper focusing on the effects of pseudo-labeling without specialized models and supporting algorithms. Includes presentation slides, paper, experiments and task-specific preprocessing/pseudo-labeling library.
deep-learning deep-vision domain-adaptation image-classification presentation-slides pseudo-labeling research-paper
Last synced: 27 Dec 2024